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Computer. Automation --- Physical methods for diagnosis --- Imaging systems in medicine --- Diagnostic imaging --- Imagerie médicale --- Imagerie pour le diagnostic --- Periodicals --- Periodicals. --- Périodiques --- Image processing --- Computer vision in medicine --- Diagnostic Imaging. --- Magnetic Resonance Imaging. --- Ultrasonography. --- Tomography, X-Ray Computed. --- Nuclear Medicine. --- Traitement d'images --- Vision par ordinateur en médecine --- Computer vision in medicine. --- Image processing. --- Imaging systems in medicine. --- Medizin. --- Bildgebendes Verfahren. --- Bildverarbeitung. --- Zeitschrift. --- Online-Publikation. --- Périodiques. --- Image Processing, Computer-Assisted. --- Imaging, Diagnostic --- Imaging, Medical --- Medical Imaging --- Image Processing, Computer-Assisted --- Engineering --- Health Sciences --- Biomedical Engineering --- General and Others --- Radiologic and Imaging Nursing --- Medizin --- Bildgebendes Verfahren --- Bildverarbeitung --- Zeitschrift --- Online-Ressource --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Diagnostic Imaging --- Data Compression --- Multimodal Imaging --- beeldanalyse --- Biomedical Image Processing --- Digital Image Processing --- Medical Image Processing --- Image Processing, Biomedical --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image --- Computer vision

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Image Processing, Computer-Assisted --- Histological Techniques --- Imaging systems in medicine --- Stereology --- Imagerie médicale --- Periodicals. --- Périodiques --- Image Processing, Computer-Assisted. --- Histological Techniques. --- Imaging systems in medicine. --- Stereology. --- Health Sciences --- General and Others --- image analysis --- stereology --- stochastic geometry --- materials science --- biomedical science --- Microscopy, Quantitative --- Quantitative microscopy --- Biological models --- Microstructure --- Photographic interpretation --- Photomicrography --- Science --- Medical imaging systems --- Medical instruments and apparatus --- Histologic Technic --- Histologic Technics --- Histologic Technique --- Histologic Techniques --- Histological Technics --- Technic, Histologic --- Technics, Histologic --- Technique, Histologic --- Techniques, Histologic --- Histological Technic --- Histological Technique --- Technic, Histological --- Technics, Histological --- Technique, Histological --- Techniques, Histological --- Histology --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Diagnostic Imaging --- Data Compression --- Multimodal Imaging --- Methodology --- methods --- Mathematics --- Human medicine --- beeldanalyse --- Biomedical Image Processing --- Digital Image Processing --- Medical Image Processing --- Image Processing, Biomedical --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image

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computer graphics --- imaging --- visualisation --- computer aided design --- Computer-Aided Design. --- Image Processing, Computer-Assisted. --- Biomedical Engineering. --- Engineering --- Biomedical engineering --- Computer art --- Power resources --- Computer art. --- Biomedical engineering. --- Engineering. --- Research --- Research. --- Energy research --- Construction --- Industrial arts --- Technology --- Art, Computer --- Computer craft --- Digital art --- New media art --- Clinical engineering --- Medical engineering --- Bioengineering --- Biophysics --- Medicine --- Engineering, Biomedical --- Clinical Engineering --- Engineering, Clinical --- Biomedical Technology --- Energy --- Energy resources --- Power supply --- Natural resources --- Energy harvesting --- Energy industries --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Diagnostic Imaging --- Data Compression --- Multimodal Imaging --- CAD-CAM --- Computer-Aided Manufacturing --- Computer-Assisted Design --- Computer-Assisted Manufacturing --- Computer Aided Design --- Computer Aided Manufacturing --- Computer Assisted Design --- Computer Assisted Manufacturing --- Computer-Aided Designs --- Computer-Assisted Designs --- Design, Computer-Aided --- Design, Computer-Assisted --- Designs, Computer-Aided --- Designs, Computer-Assisted --- Manufacturing, Computer-Aided --- Manufacturing, Computer-Assisted --- Drug Design --- Biomedical Image Processing --- Digital Image Processing --- Medical Image Processing --- Image Processing, Biomedical --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image --- Human medicine --- Programming --- Computer. Automation --- Drawing

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Computer vision and machine intelligence paradigms are prominent in the domain of medical image applications, including computer assisted diagnosis, image guided radiation therapy, landmark detection, imaging genomics, and brain connectomics. Medical image analysis and understanding are daunting tasks owing to the massive influx of multi-modal medical image data generated during routine clinal practice. Advanced computer vision and machine intelligence approaches have been employed in recent years in the field of image processing and computer vision. However, due to the unstructured nature of medical imaging data and the volume of data produced during routine clinical processes, the applicability of these meta-heuristic algorithms remains to be investigated. Advanced Machine Vision Paradigms for Medical Image Analysis presents an overview of how medical imaging data can be analyzed to provide better diagnosis and treatment of disease. Computer vision techniques can explore texture, shape, contour and prior knowledge along with contextual information, from image sequence and 3D/4D information which helps with better human understanding. Many powerful tools have been developed through image segmentation, machine learning, pattern classification, tracking, and reconstruction to surface much needed quantitative information not easily available through the analysis of trained human specialists. The aim of the book is for medical imaging professionals to acquire and interpret the data, and for computer vision professionals to learn how to provide enhanced medical information by using computer vision techniques. The ultimate objective is to benefit patients without adding to already high healthcare costs. Explores major emerging trends in technology which are supporting the current advancement of medical image analysis with the help of computational intelligence Highlights the advancement of conventional approaches in the field of medical image processing Investigates novel techniques and reviews the state-of-the-art in the areas of machine learning, computer vision, soft computing techniques, as well as their applications in medical image analysis.

Computer vision. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Diagnostic imaging --- Data processing. --- Clinical imaging --- Imaging, Diagnostic --- Medical diagnostic imaging --- Medical imaging --- Noninvasive medical imaging --- Diagnosis, Noninvasive --- Imaging systems in medicine --- Artificial Intelligence. --- Image Processing, Computer-Assisted --- Image Interpretation, Computer-Assisted --- Image Interpretation, Computer Assisted --- Computer-Assisted Image Interpretation --- Computer-Assisted Image Interpretations --- Image Interpretations, Computer-Assisted --- Interpretation, Computer-Assisted Image --- Interpretations, Computer-Assisted Image --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Biomedical Image Processing --- Computer-Assisted Image Processing --- Digital Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Medical Image Processing --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Biomedical --- Image Processing, Computer Assisted --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Image Reconstructions --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image --- Reconstruction, Image --- Reconstructions, Image --- Diagnostic Imaging --- Data Compression --- Multimodal Imaging --- Computational Intelligence --- AI (Artificial Intelligence) --- Computer Reasoning --- Computer Vision Systems --- Knowledge Acquisition (Computer) --- Knowledge Representation (Computer) --- Machine Intelligence --- Acquisition, Knowledge (Computer) --- Computer Vision System --- Intelligence, Artificial --- Intelligence, Computational --- Intelligence, Machine --- Knowledge Representations (Computer) --- Reasoning, Computer --- Representation, Knowledge (Computer) --- System, Computer Vision --- Systems, Computer Vision --- Vision System, Computer --- Vision Systems, Computer --- Heuristics

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Cells --- Cell Transformation, Neoplastic --- Cytological Techniques --- Genetic Techniques --- Pathology, Cellular --- Cytology --- Cytopathologie --- Cytologie --- pathology --- Periodicals. --- Périodiques --- Oncology --- Cancer --- Cancérologie. --- Cancer. --- Oncology. --- Cytopathology --- Technique --- Technique. --- Cytopathology. --- Cytological Techniques. --- Image Processing, Computer-Assisted. --- Cytologic Technics --- Cytological Technic --- Cytological Technics --- Cytological Technique --- Technic, Cytological --- Technics, Cytological --- Technique, Cytological --- Techniques, Cytological --- Cytologic Technic --- Technic, Cytologic --- Technics, Cytologic --- Cell Biology --- pathology. --- methods --- Periodicals --- Health Sciences --- Life Sciences --- Clinical Medicine --- Cytology, Cell Biology --- cytopathology --- pathology --- cytology --- Image Processing, Computer-Assisted --- Analysis, Computer-Assisted Image --- Computer-Assisted Image Analysis --- Computer-Assisted Image Processing --- Image Analysis, Computer-Assisted --- Image Reconstruction --- Computer Assisted Image Analysis --- Computer Assisted Image Processing --- Computer-Assisted Image Analyses --- Image Analyses, Computer-Assisted --- Image Analysis, Computer Assisted --- Image Processing, Computer Assisted --- Image Reconstructions --- Reconstruction, Image --- Reconstructions, Image --- Cell Transformation, Neoplastic. --- Neoplastic Cell Transformation --- Transformation, Neoplastic Cell --- Tumorigenic Transformation --- Neoplastic Transformation, Cell --- Cell Neoplastic Transformation --- Cell Neoplastic Transformations --- Cell Transformations, Neoplastic --- Neoplastic Cell Transformations --- Neoplastic Transformations, Cell --- Transformation, Cell Neoplastic --- Transformation, Tumorigenic --- Transformations, Cell Neoplastic --- Transformations, Neoplastic Cell --- Transformations, Tumorigenic --- Tumorigenic Transformations --- Cell Line, Transformed --- Cell biology --- Cellular biology --- Biology --- Cytologists --- Cancers --- Carcinoma --- Malignancy (Cancer) --- Malignant tumors --- Tumors --- Genetic Technic --- Genetic Technics --- Genetic Technique --- Technic, Genetic --- Technics, Genetic --- Technique, Genetic --- Techniques, Genetic --- Genetics --- Genetic Counseling --- Genetic Phenomena --- Cell --- Diagnostic Imaging --- Data Compression --- Multimodal Imaging --- Histology. Cytology --- Oncology. Neoplasms --- Biomedical Image Processing --- Digital Image Processing --- Medical Image Processing --- Image Processing, Biomedical --- Image Processing, Digital --- Image Processing, Medical --- Image Processings, Medical --- Medical Image Processings --- Processing, Biomedical Image --- Processing, Digital Image --- Processing, Medical Image --- Processings, Digital Image --- Processings, Medical Image --- Medical Oncology --- Neoplasms --- Cancérologie --- Génétique --- Benign Neoplasms --- Malignancy --- Malignant Neoplasms --- Neoplasia --- Neoplasm --- Neoplasms, Benign --- Benign Neoplasm --- Malignancies --- Malignant Neoplasm --- Neoplasias --- Neoplasm, Benign --- Neoplasm, Malignant --- Neoplasms, Malignant --- Tumor --- Clinical Oncology --- Oncology, Medical --- Oncology, Clinical